Export 110 results:
Author Title [ Type(Desc)] Year
Conference Paper
MPC-guided Imitation Learning of Bayesian Neural Network Policies for the Artificial Pancreas, Chen, H., Paoletti N., Smolka S. A., and Lin S. , Proceedings of CDC 2021, the 60th IEEE Conference on Decision and Control, 12/2021, (2021)
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits, Hasani, Ramin, Lechner Mathias, Amini Alexander, Rus Daniela, and Grosu Radu , Proceedings of the 37th International Conference on Machine Learning, 13–18 Jul, (2020)
Neural State Classification for Hybrid Systems, Phan, Dung, Paoletti Nicola, Zhang Timothy, Grosu Radu, Smolka Scott A., and Stoller Scott D. , Proc.\ 16th International Symposium on Automated Technology for Verification and Analysis (ATVA 2018), (2018)  (528.72 KB)
Next-Generation Lagrangian Reachtubes, Gruenbacher, S., Cyranka J., Lechner M., Islam Md. A., Smolka S. A., and Grosu R. , Proceedings of CDC 2020, 59th IEEE Conference on Decision and Control, 12/2020, (2020)
A novel ICD morphology discriminator to improve discrimination between Ventricular and Supraventricular tachycardias, Abbas, H., Jang K.J., Liang J., Dixit S., and Mangharam R. , In Heart Rhythm Scientific Sessions, Chicago, 05/2017, (2017)  (77.23 KB)
Opacity for switched linear systems: Notions and characterization, Ramasubramanian, B., Cleaveland R., and Marcus S. I. , 2017 IEEE 56th Annual Conference on Decision and Control (CDC), Dec, (2017)  (512.18 KB)
OpenUAV: A UAV Testbed for the CPS and Robotics Community, Schmittle, Matt, Lukina Anna, Vacek Lukas, Das Jnaneshwar, Buskirk Christopher P., Rees Stephen, Sztipanovits Janos, Grosu Radu, and Kumar Vijay , Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, Piscataway, NJ, USA, (2018)  (825.63 KB)
Parallel Acceleration on Removal of Optical Mapping Baseline Wandering, Uzelac, Ilija, Iravanian Shahriar, and Fenton Flavio H. , 2019 Computing in Cardiology (CinC), 09/2019, (2019)
Programming is modeling, Cleaveland, Rance , International Symposium on Leveraging Applications of Formal Methods, (2018)
Quantitative Regular Expressions for Arrhythmia Detection Algorithms, Abbas, Houssam, Rodionova Alena, Bartocci Ezio, Smolka Scott A., and Grosu Radu , International Conference on Computational Methods in Systems Biology, 09/2017, Darmstadt, Germany , (2017)  (1.06 MB)
Query Checking for Linear Temporal Logic, Huang, Samuel, and Cleaveland Rance , 25 August 2017, (2017)
The role of conductivity discontinuities in design of cardiac de brillation, LIM, HYUNKYUNG, Cun Wenjing, Gray Richard A., and GLIMM JAMES , (2017)  (1.36 MB) (552.91 KB) (2.25 MB)
Safe CPS from Unsafe Controllers, Mehmood, U., Bak S., Smolka S. A., and Stoller S. D. , Proceedings of CAADSPC 2001, the 2021 CPS-IoT Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, 06/2021, (2021)
SMT-based Synthesis of Safe and Robust PID Controllers for Stochastic Hybrid Systems, Shmarov, Fedor, Paoletti Nicola, Bartocci Ezio, Lin Shan, Smolka Scott, and Zuliani Paolo , Haifa Verification Conference, to appear, (2017)
SpaTeL: A Novel Spatial-temporal Logic and Its Applications to Networked Systems, Haghighi, Iman, Jones Austin, Kong Zhaodan, Bartocci Ezio, Grosu Radu, and Belta Calin , Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, New York, NY, USA, (2015)  (679.39 KB)
Temporal-logic query checking over finite data streams, Huang, Samuel, and Cleaveland Rance , International Conference on Formal Methods for Industrial Critical Systems, (2020)
Towards Automated Comprehension and Alignment of Cardiac Models at the System Invariant Level, Huang, Samuel, Diep Madeline, Jang Kuk, Cherry Elizabeth M., Fenton Flavio H., Cleaveland Rance, Lindvall Mikael, Mangharam Rahul, and Porter Adam , CSBio'20: Proceedings of the Eleventh International Conference on Computational Systems-Biology and Bioinformatics, (2020)
Towards Model Checking of Implantable Cardioverter Defibrillators, Abbas, Houssam, Jiang Kuk Jin, Jiang Zhihao, and Mangharam Rahul , Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control, New York, NY, USA, (2016)  (1.87 MB)
UML-VT: A Formal Verification Environment for UML Activity Diagrams., Daw, Zamira, Mangino John, and Cleaveland Rance , P&D@ MoDELS, (2015)
Unsupervised Wafermap Patterns Clustering via Variational Autoencoders, Tulala, Peter, Mahyar Hamidreza, Ghalebi Elahe, and Grosu Radu , 2018 International Joint Conference on Neural Networks (IJCNN), 07/2018, Rio, Brasil, (2018)  (2.14 MB)
Verification of Neural ODEs with Stochastic Guarantees, Gruenbacher, S., Cyranka J., Lechner M., Smolka S. A., and Grosu R. , Proceedings of AAAI-21, 35th AAAI Conference on Artificial Intelligence, 02/2021, (2021)